Machine Learning Researcher – PhD Graduate (Asia)
Citadel SecuritiesAbout the Role
Citadel Securities, a leading global market maker, is seeking a Machine Learning Researcher to join its quantitative research team. The team aims to leverage and tailor state-of-the-art machine learning and AI algorithms to modernize the quantitative trading industry.
- Use statistics, machine learning or AI (e.g. deep learning, NLP) to extract patterns from various kinds of datasets through innovative and rigorous research
- Implement algorithms in high-quality code
- Work with large data sets, including unconventional and unstructured data sources
- Back-test models and document research findings
We're looking for extraordinary and highly motivated researchers who are excited about solving challenging problems and iterating in a fast-paced environment. Opportunities are available in Singapore and Hong Kong.
Responsibilities
- Use statistics, machine learning or AI (e.g. deep learning, NLP) to extract patterns from various kinds of datasets through innovative and rigorous research
- Implement algorithms in high-quality code
- Work with large data sets, including unconventional and unstructured data sources
- Back-test models and document research findings
Requirements
- PhD degree in mathematics, statistics, physics, computer science, or another highly quantitative field
- Advanced training and strong research track record in statistics, machine learning, AI, or another highly quantitative field
- Prior experience working in a data driven research environment
- Detail oriented and can deep dive into the data
- Hands on programming experience in scripting (e.g. Python) and/or compiled languages (e.g. C++)
- A background demonstrating strong problem-solving skills
- An ability to communicate advanced concepts in a concise and logical way
- Proficiency in creating and using algorithms to meticulously investigate and work through large data or error-checking problems